Tamkīn: A Cyber Heutagogy Based Innovation Model to Enhance Self Efficacy in <i>Mahārah Kalām</i> Learning
DOI:
https://doi.org/10.28918/e59j1d49Abstract
This study aims to develop and test the effectiveness of the Tamkīn Model based on Cyber Heutagogy which is designed to improve students' self-efficacy, participation, and communicative competence in maharah kalam learning. This research uses Research and Development (R&D) methods combined with a mixed methods approach. The subject of the study is a student of the UNSIQ Arabic Language Education Study Program. Quantitative data was collected using a self-efficacy questionnaire adapted from Bandura's four dimensions, while qualitative data was explored through participatory observation, in-depth interviews, and portfolio documentation. Quantitative data analysis was carried out through descriptive statistical tests, while qualitative data were analyzed using the interactive model of Miles, Huberman, and Saldaña. The results showed that the Tamkīn Model effectively operates through seven systematic phases of ACT-SAIN. These seven phases form a dynamic, iterative, and spiral cycle, where each successfully completed cycle becomes a new mastery experience that strengthens the learner's affirmation at a higher level of confidence. Quantitatively, this model has been proven to improve all dimensions of Bandura's self-efficacy, especially in the dimensions of mastery experience and emotional states with an increase of +1.3. The proportion of students with low self-efficacy decreased drastically from 40% to 8%, while students with high self-efficacy increased to 52%. The integration of the principles of heutagogi, cybergogy, differentiated learning, and authentic assessment in this model also significantly encourages active participation and independent learning. Theoretically, this research contributes to the development of the Cyber Heutagogy framework in Arabic language learning, and practically offers a scalable operational learning design to strengthen students' self-efficacy in Islamic universities.
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References
Akhiruddin, Harris Rizki, Anas Ahmadi, and Resdianto P Raharjo. “Pemanfaatan Cerita Interaktif Digital Sebagai Media Pembelajaran Bahasa Yang Inovatif.” Judika (Jurnal Pendidikan Unsika) 12, no. 2 (2024): 193–208. https://doi.org/10.35706/judika.v12i2.11574.
Abdelhakim, Ayman et al. “Evaluating Cabin Crew Food Safety Training Using the Kirkpatrick Model: An Airlines’ Perspective.” British Food Journal 120, no. 7 (2018): 1574–89. https://doi.org/10.1108/bfj-07-2017-0395.
Andrian Riko and Widiya Yul. “Arabic Teaching Efficacy Model (ATEM): A Language Teaching Model Design.” International Journal of Arabic-English Studies 23, no. 2 (2023): 269–384. https://doi.org/10.33806/ijaes.v23i2.468.
Bandura, Albert. Self-Efficacy: The Exercise of Control. Freeman, 1997
Blaschke, Lisa Marie. “Heutagogy and Lifelong Learning: A Review of Heutagogical Practice and Self-Determined Learning.” The International Review of Research in Open and Distributed Learning 13, no. 1 (2012): 56–71.
Bochman, David J., and Michael Kroth. "Immunity to transformational learning and change." The Learning Organization 17, no. 4 (2010): 328-342.
Bui, Tuan N. “An Investigation of College Graduates’ and Employers’ Perceptions of Graduates’ Social Skills Performance in Vietnam.” (2021). https://doi.org/10.12794/metadc1833541
Canning, Natalie and Sue Callan. “Heutagogy: Spirals of Reflection to Empower Learners in Higher Education.” Reflective Practice 11, no. 1 (2010): 71–82.
Creswell, John W., and Cheryl N. Poth. Qualitative inquiry and research design: Choosing among five traditions. Thousand Oaks, CA: Sage publications, 2017.
Cohen, Geoffrey L et al. “Reducing the Racial Achievement Gap: A Social-Psychological Intervention.” Science 313, no. 5791 (2006): 1307–10.
Chudzaifah, Ibnu and Afroh N Hikmah. “Educational Revolution in the Digital Era: Integrating Technology in the Independent Curriculum.” Journal of Quality Assurance in Islamic Education (Jqaie) 4, no. 1 (2024): 38–49. https://doi.org/10.47945/jqaie.v4i1.1359.
De Moor, Bart A et al. “Normal Mode Analysis in Zeolites: Toward an Efficient Calculation of Adsorption Entropies.” Journal of Chemical Theory and Computation 7, no. 4 (2011): 1090–1101. https://doi.org/10.1021/ct1005505.
Erarslan, Ali. “English Language Teaching and Learning During Covid-19: A Global Perspective on the First Year.” Journal of Educational Technology and Online Learning 4, no. 2 (2021): 349–67. https://doi.org/10.31681/jetol.907757
Ellateef, Eman Abd Ellateef Mohammed Abd. “Utilizing a Strategy Based on the Mastery Learning Approach to Enhance EFL Oral Communication Skills and Self-efficacy of Secondary Stage Students.” مجلة القراءة والمعرفة 21, no. 234 (2021): 1–26. https://doi.org/10.21608/mrk.2021.162656.
Griffin, Richard. “Workplace Learning Evaluation: A Conceptual Model and Framework.” Industrial and Commercial Training 43, no. 3 (2011): 172–78. https://doi.org/10.1108/00197851111123631.
Hardian, Mei Fajri, Arita Marini, and Linda Zakiah. “Pembelajaran Berdiferensiasi Dalam Implementasi Kurikulum Merdeka Pada Pendidikan Matematika.” Jmie (Journal of Madrasah Ibtidaiyah Education) 7, no. 2 (2023): 254. https://doi.org/10.32934/jmie.v7i2.604.
Hase, Tewart and Chris Kenyon. Self-Determined Learning: Heutagogy in Action. London: Bloomsbury, 2013.
Jiang Xiaxia et al. “Does Instructors’ and Students’ On‐Camera Presence Enhance Learning?.” Journal of Computer Assisted Learning 41, no. 1 (2025). https://doi.org/10.1111/jcal.13122.
Jee, Min J. “Foreign Language Anxiety and Self-Efficacy: Intermediate Korean as a Foreign Language Learners.” Lanaguage Research 55, no. 2 (2019): 431–56. https://doi.org/10.30961/lr.2019.55.2.431.
Kenyon, Chris, and Stewart Hase. "Moving from Andragogy to Heutagogy in Vocational Education." Erich (2001): 1-6.
Lipshitz, Raanan. "Chic, mystique, and misconception: Argyris and Schön and the rhetoric of organizational learning." The Journal of Applied Behavioral Science 36, no. 4 (2000): 456-473.
Liou, Shwu‐Ru et al. “Effectiveness of Differentiated Instruction on Learning Outcomes and Learning Satisfaction in the Evidence‐based Nursing Course: Empirical Research Quantitative.” Nursing Open 10, no. 10 (2023): 6794–6807. https://doi.org/10.1002/nop2.1926.
Lincoln, Yvonna S. Naturalistic Inquiry. London: Sage Publications, 1985.
Mohamed, Heba M.“Using Dogme in ELT to Develop Student Teachers’ Speaking Skills and Their Self-Efficacy.” Journal of Research in Curriculum Instruction and Educational Technology 5, no. 3 (2019): 163–86. https://doi.org/10.21608/jrciet.2019.54147.
Muniroh, Siti, and Nanang Zubaidi. “Enhancing Students’ Engagement in FLSP Class: The Impact of Nearpod.” Celtic a Journal of Culture English Language Teaching Literature and Linguistics 11, no. 1 (2024): 39–55. https://doi.org/10.22219/celtic.v11i1.33329.
Miles, Matthew B, A Michael Huberman, and Johnny Saldana, Qualitative Data Analysis. London: Sage Publications, 2014.
Ma, Yuxia. “The Triarchy of L2 Learners’ Emotion, Cognition, and Language Performance: Anxiety, Self-Efficacy, and Speaking Skill in Lights of the Emerging Theories in SLA.” Frontiers in Psychology 13 (2022). https://doi.org/10.3389/fpsyg.2022.1002492.
Norton, Samantha Marie. “Lessons Learned From COVID-19 Remote Instruction: Implications for Future Educational Practices." Eric (2024).
Ojong, Akem Solange. “Unraveling the Efficacy of Differentiated Instruction in Enhancing Second Language Acquisition: A Comprehensive Review and Future Directions.” International Journal of Linguistics Literature and Translation 6, no. 6 (2023): 75–82. https://doi.org/10.32996/ijllt.2023.6.6.8.
Otodu, Sartika and Khoiriyah. “Students’ Preference of Speaking Activities in Online ESP Classes.” Al-Ishlah: Jurnal Pendidikan 15, no. 2 (2023): 1310-1320.
Okyar, Hatice. “Foreign Language Speaking Anxiety and Its Link to Speaking Self-Efficacy, Fear of Negative Evaluation, Self-Perceived Proficiency and Gender.” Science Insights Education Frontiers 17, no. 2 (2023): 2715–31. https://doi.org/10.15354/sief.23.or388.
Potot, Amalia et al. “Differentiated Instruction as Strategy in Improving Reading Comprehension.” Journal of English Language Teaching and Applied Linguistics 5, no. 4 (2023): 113–28. https://doi.org/10.32996/jeltal.2023.5.4.12.
Puyod, Jenette Villegas et al. “The Role of Teacher Support, Classmate Support, and Self-efficacy in Reducing Speaking Anxiety among University Students Using English as a Foreign Language.” Human Behavior, Development & Society 21, no. 3 (2020): 59-68.
Rabbi, Fajlay, S M A Islam, and Jamil Hossain. “Enhancing English Language Learning in Tertiary Education Through Blended Approaches: A Bangladesh Perspective.” Indonesian Journal of Education Research (Ijoer) 5, no. 1 (2024): 1–9. https://doi.org/10.37251/ijoer.v5i1.745.
Roussy, Arielle Bonneville et al. “The Role of Cultural Values in Teacher and Student Self-Efficacy: Evidence from 16 Nations.” Contemporary Educational Psychology 59 (2019): 101798.
Rogers, Carl Ransom and H Jerome Freiberg. Freedom to Learn. Merrill/Macmillan College: Publishing Co, 1994.
Schunk, Dale H and Maria K DiBenedetto. “Motivation and Social Cognitive Theory.” Contemporary Educational Psychology 60 (2020): 101832.
Siyabi, Munira Said Al and Dalal Abdullah Al Shekaili. “Teachers’ Perceptions of Customizing Students’ Learning Through Differentiated Instruction at a Tertiary Level.” Arab World English Journal 12, no. 1 (2021): 374–87. https://doi.org/10.24093/awej/vol12no1.25.
Siemens, George. “Learning Analytics: The Emergence of a Discipline.” American Behavioral Scientist 57, no. 10 (2013): 1380–1400.
Suryati, Imas, Koesoemo Ratih, and Maryadi Maryadi. “How Can Teachers Tailor Success? Innovative Strategies for Content, Process, and Product in EFL Classrooms.” Veles Voice of English Language Education Society 8, no. 1 (2024): 150-162. https://doi.org/10.29408/veles.v8i1.24451.
Tajik, Omid, Shagofah Noor, and Jawad Golzar. “Investigating Differentiated Instruction and the Contributing Factors to Cater EFL Students’ Needs at the Collegial Level.” Asian-Pacific Journal of Second and Foreign Language Education 9, no. 1 (2024): 1-19. https://doi.org/10.21203/rs.3.rs-3513269/v1.
Tomlinson, Carol Ann et al. “Differentiating Instruction in Response to Student Readiness, Interest, and Learning Profile in Academically Diverse Classrooms: A Review of Literature.” Journal for the Education of the Gifted 27, no. 2–3 (2003): 119–45.
Tomlinson, Carol Ann, The Differentiated Classroom: Responding to the Needs of All Learners. Alexandria: Ascd, 2014.
Tu, Xiaowei. “The Role of Classroom Culture and Psychological Safety in EFL Students’ Engagement.” Frontiers in Psychology 12 (2021): 760903.
Wang, Minjuan and Myunghee Kang. “Cybergogy for Engaged Learning: A Framework for Creating Learner Engagement through Information and Communication Technology.” in Engaged Learning with Emerging Technologies (Springer, 2006), 225–53.
Wenno, Eldaa C. “21st CENTURY IN GERMAN LANGUAGE LEARNING : IMPLEMENTATION OF CYBERGOGY CONCEPT.” Ijlecr - International Journal of Language Education and Culture Review 7, no. 2 (2021): 122–35. https://doi.org/10.21009/ijlecr.072.12.
Woodrow, Lindy. “A Model of Adaptive Language Learning.” Modern Language Journal 90, no. 3 (2006): 297–319. https://doi.org/10.1111/j.1540-4781.2006.00424.x.
Xiaxia, Jiang et al. “Does Instructors’ and Students’ On‐Camera Presence Enhance Learning?.” Journal of Computer Assisted Learning 41, no. 1 (2025): e13122.
Yin, Robert K. Case Study Research and Applications, Sage Thousand Oaks, CA, 2018.
Zaitsau, Dzmitry H et al. “Thermal Decomposition of 1-Ethyl-3-Methylimidazolium Acetate.” Journal of Molecular Liquids 390 (2023): 123093. https://doi.org/10.26434/chemrxiv-2023-68b5p.
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